Corporal Michael J. Crescenz VA Medical Center, Philadelphia, Pennsylvania.
Northwest Center for Outcomes Research in Older Adults, Health Services Research and Development Service, VA Puget Sound, Seattle, Washington.
Clin Gastroenterol Hepatol. 2018 Jan;16(1):106-114.e5. doi: 10.1016/j.cgh.2017.07.024. Epub 2017 Jul 26.
BACKGROUND & AIMS: It is important to quantify medical costs associated with hepatocellular carcinoma (HCC), the incidence of which is rapidly increasing in the United States, for development of rational healthcare policies related to liver cancer surveillance and treatment of chronic liver disease. We aimed to comprehensively quantify healthcare costs for HCC among patients with cirrhosis in an integrated health system and develop a model for predicting costs that is based on clinically relevant variables.
Three years subsequent to liver cancer diagnosis, costs accrued by patients included in the Veteran's Outcome and Cost Associated with Liver disease cohort were compiled by using the Department of Veterans Affairs Corporate Data Warehouse. The cohort includes all patients with HCC diagnosed in 2008-2010 within the VA with 100% chart confirmation as well as chart abstraction of tumor and clinical characteristics. Cancer cases were matched 1:4 with non-cancer cirrhosis controls on the basis of severity of liver disease, age, and comorbidities to estimate background cirrhosis-related costs. Univariable and multivariable generalized linear models were developed and used to predict cancer-related overall cost.
Our analysis included 3188 cases of HCC and 12,722 controls. The mean 3-year total cost of care in HCC patients was $154,688 (standard error, $150,953-$158,422) compared with $69,010 (standard error, $67,344-$70,675) in matched cirrhotic controls, yielding an incremental cost of $85,679; 64.9% of this value reflected increased inpatient costs. In univariable analyses, receipt of transplantation, Barcelona Clinic Liver Cancer (BCLC) stage, liver disease etiology, hospital academic affiliation, use of multidisciplinary tumor board, and identification through surveillance were associated with cancer-related costs. Multivariable generalized linear models incorporating transplantation status, BCLC stage, and multidisciplinary tumor board presentation accurately predicted liver cancer-related costs (Hosmer-Lemeshow goodness of fit; P value ≅ 1.0).
In a model developed to comprehensively quantify healthcare costs for HCC among patients with cirrhosis in an integrated health system, we associated receipt of liver transplantation, BCLC stage, and multidisciplinary tumor board with higher costs. Models that predict total costs on the basis of receipt of liver transplantation were constructed and can be used to model cost-effectiveness of therapies focused on HCC prevention.
在美国,肝细胞癌(HCC)的发病率迅速上升,因此量化与 HCC 相关的医疗成本对于制定与肝癌监测和治疗慢性肝病相关的合理医疗保健政策非常重要。我们旨在全面量化综合医疗系统中肝硬化患者的 HCC 医疗成本,并开发一种基于临床相关变量的预测成本模型。
在 Veterans Outcome and Cost Associated with Liver disease 队列中,根据退伍军人事务部公司数据仓库,对 2008-2010 年间在退伍军人事务部诊断出 HCC 的所有患者进行了 3 年后续的医疗费用核算。该队列包括所有经 100%图表确认并通过图表提取肿瘤和临床特征进行图表抽象的 HCC 病例。癌症病例与非癌症肝硬化对照病例按肝病严重程度、年龄和合并症进行 1:4 匹配,以估计背景肝硬化相关成本。使用单变量和多变量广义线性模型对癌症相关的总费用进行预测。
我们的分析包括 3188 例 HCC 病例和 12722 例对照病例。HCC 患者的 3 年平均总成本为 154688 美元(标准误差为 150953-158422 美元),而匹配的肝硬化对照组为 69010 美元(标准误差为 67344-70675 美元),增量成本为 85679 美元;这一数值的 64.9%反映了住院费用的增加。在单变量分析中,接受移植、巴塞罗那临床肝癌(BCLC)分期、肝病病因、医院学术隶属关系、多学科肿瘤委员会的使用以及通过监测发现与癌症相关的费用有关。纳入移植状态、BCLC 分期和多学科肿瘤委员会报告的多变量广义线性模型准确地预测了肝癌相关的费用(Hosmer-Lemeshow 拟合优度;P 值≈1.0)。
在为综合医疗系统中肝硬化患者全面量化 HCC 医疗成本而开发的模型中,我们发现肝移植、BCLC 分期和多学科肿瘤委员会的使用与更高的成本相关。基于肝移植接受情况构建的预测总费用的模型可用于对专注于 HCC 预防的治疗方法进行成本效益建模。